COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-12-06T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... variazione_totale_positivi nuovi_positivi dimessi_guariti deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note
6022 2020-12-06T17:00:00 ITA 19 Sicilia 38.115697 13.362357 1367 213 1580 38166 ... 206 1022 29984 1759 0.0 0.0 71489 1021846 692062.0 NaN
6023 2020-12-06T17:00:00 ITA 9 Toscana 43.769231 11.255889 1360 252 1612 27587 ... -1345 753 76331 2867 0.0 0.0 108397 1645472 983103.0 NaN
6024 2020-12-06T17:00:00 ITA 10 Umbria 43.106758 12.388247 332 60 392 5673 ... -84 234 18619 460 0.0 0.0 25144 438511 231538.0 NaN
6025 2020-12-06T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 102 8 110 877 ... -69 34 5406 333 0.0 0.0 6726 55973 34644.0 NaN
6026 2020-12-06T17:00:00 ITA 5 Veneto 45.434905 12.338452 2508 308 2816 73988 ... 1846 3444 84235 4210 0.0 0.0 165249 2885378 1090932.0 NaN

5 rows × 21 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives NewPositives Recovered Deaths Diagnostico Screening TotalCases NoOfTests casi_testati note Pop
Date
2020-12-02 2020-12-02 Veneto 45.434905 12.338452 2519 308 2827 65965 68792 -12205 2782 78230 3887 37759.0 113150.0 150909 2819945 1070844.0 Tamponi antigenici 1026735 numero di soggetti ... 4905854
2020-12-03 2020-12-03 Veneto 45.434905 12.338452 2501 307 2808 67795 70603 1811 3581 79905 3982 0.0 0.0 154490 2841581 1077351.0 Nei valori riportati per le terapie intensive ... 4905854
2020-12-04 2020-12-04 Veneto 45.434905 12.338452 2477 309 2786 70143 72929 2326 3708 81204 4065 0.0 0.0 158198 2854574 1081598.0 Nei valori riportati per le terapie intensive ... 4905854
2020-12-05 2020-12-05 Veneto 45.434905 12.338452 2489 312 2801 72157 74958 2029 3607 82674 4173 0.0 0.0 161805 2870960 1086461.0 Nei valori riportati per le terapie intensive ... 4905854
2020-12-06 2020-12-06 Veneto 45.434905 12.338452 2508 308 2816 73988 76804 1846 3444 84235 4210 0.0 0.0 165249 2885378 1090932.0 NaN 4905854

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together